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Canadian Immigration Dashboard [ CID ]
Perspective API

Toxicity Scores & Embeddings

Search and explore comments with their Perspective API toxicity/prosocial scores alongside AI sentiment labels.

Communalytic | Toxicity & prosocial scores, embeddings, and clusters generated via Communalytic (Social Media Lab, Toronto Metropolitan University) using Google's Perspective API.
Toxicity Scored
55,769
9.3% of 596,542 total
Prosocial Scored
54,229
Embeddings
55,418
403 clusters
Avg Tox / Con
0.245 / 0.328

Summary Charts

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All 13 Dimensions

Score Distribution

Scored: 55,769
Unscored: 596,542 remaining
9.3% complete
{# Expects: explorer_rows, explorer_total, explorer_pages, current_page, page_range, filter_opts, f_q, f_polarity, f_tox_min, f_tox_max, f_sort, f_cluster, f_scope, explorer_reset_url #}

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Active: "If your country is so …" 3,912 comments · Page 123 of 157
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I …
Spot on One of the rare few BEST casts I have watched. Every word is correct said. I am Canadian, I've been to Jamaica and fell in love with the beautiful country and people. I was hoping to live out my final years in Jamaica, but Canada's Liberal government has drained and taken that dream from me and made that move unaffordable now because of their destructive policies. 😢
Identity Attack0.023595277
Insult0.0638991
Profanity0.012517073
Threat0.00636914
Severe Toxicity0.0016593933
Low Tox 0.112436704 Constructive 0.796
Sep 1, 2025 1 likes Why Canadians Are Turning Against …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and …
I work in logistics here in the U.S. and 75% of all semi truck drivers are all from other countries but they go to Canada to get their licenses then come to the U.S. and it’s so easy for them. Then they cannot read or speak English and they are hauling 80k lbs death machines
Identity Attack0.039714564
Insult0.032248367
Profanity0.015830519
Threat0.021645326
Severe Toxicity0.0037384033
Low Tox 0.112436704 Moderate Con 0.426 Unverified_Claim
Jan 27, 2026 Inside Canada's Indian Invasion...
8:10 Khalistan Country We Need To Support Them.
8:10 Khalistan Country We Need To Support Them.
Identity Attack0.07425626
Insult0.023093075
Profanity0.032142747
Threat0.01698343
Severe Toxicity0.0076675415
Low Tox 0.112333365 Low Con 0.242 Call_To_Action
Feb 5, 2026 Inside Canada's Indian Invasion...
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to …
You've got it wrong, super wealthy Western countries like Canada, the USA, UK, Scandinavian Nordic countries, Europe, and even Australia don't 'need' immigrants from 3rd/4th world countries. Super wealthy Western countries first priority is to its own native population and country first by investing in them. The new 180 stance on immigration is proof that these super wealthy Western countries are moving forward with stricter immigration policies, a push for increased mass deportation, eliminating Visa/Green Card Holders for certain groups, going after scam related to immigration, rescinding citizenship and deporting non-native populations a lot easier. It's not just Canadians who are sick and tired of all these new people(legal and illegal) but The West in general🇺🇸
Identity Attack0.06749674
Insult0.03665562
Profanity0.015967157
Threat0.008789998
Severe Toxicity0.0032806396
Low Tox 0.112333365 Constructive 0.515 Policy_Critique
Aug 25, 2025 24 likes Why Canadians Are Turning Against …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The …
"We need talent"? We have talent! Canada is full of talent going to waste. Our government would rather import foreigners and slide them into canadian universitys and jobs than support, educate and train Canadians. The old argument that canada just does not have the talent is starting to sound like "other countries have the talent" that Canadians don't measure up..... we need to elect people who think Canadians ARE the talent!
Identity Attack0.061130337
Insult0.042665333
Profanity0.011970525
Threat0.0074436385
Severe Toxicity0.0026893616
Low Tox 0.112333365 Constructive 0.512 Policy_Critique
Nov 22, 2025 18 likes Quebec Ends Economic Immigration Program …
Can't wait for trump to annex all of this country
Can't wait for trump to annex all of this country
Identity Attack0.016963007
Insult0.025800243
Profanity0.01627459
Threat0.02682521
Severe Toxicity0.0032043457
Low Tox 0.112333365 Low Con 0.217 Fear_Threat
Jan 28, 2026 Inside Canada's Indian Invasion...
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and …
According to India CBI CRIME BRANCH INDIA more then 789000 most wanted Khalistani in India got student visa for the last 2 years under Trudeau now living in Brampton Surrey Mississauga Malton Nova Scotia and across the country
Identity Attack0.09741807
Insult0.03588435
Profanity0.014464149
Threat0.007624879
Severe Toxicity0.003929138
Low Tox 0.112333365 Constructive 0.524 Unverified_Claim
Feb 18, 2026 1 likes Canadian immigration officers investigating hundreds …
Canada, Australia and UK are all heading in the same direction. Controlled by leftist governments virtue signalling. Existing citizens are being extinguished and they don't even do anything about it? Like lobby government and vote …
Canada, Australia and UK are all heading in the same direction. Controlled by leftist governments virtue signalling. Existing citizens are being extinguished and they don't even do anything about it? Like lobby government and vote appropriately to limit immigration, especially family reunion of old relatives and males that the country will have to look after for decades. Exactly the same thing is happening to all our countries. I personally believe for Australia, Canada and the UK in the next 10 years the Western cultures in these countries are finished if the leftist virtue signalling governments are not removed.
Identity Attack0.046159767
Insult0.04969218
Profanity0.01627459
Threat0.009929225
Severe Toxicity0.0031089783
Low Tox 0.11223003 Constructive 0.63 Fear_Threat
Sep 23, 2025 1 likes Inside Canada's Indian Metropolis (Brampton)
why are Europeans the only people not allowed to have their own countries?
why are Europeans the only people not allowed to have their own countries?
Identity Attack0.10221587
Insult0.020450363
Profanity0.018119188
Threat0.007573096
Severe Toxicity0.0032234192
Low Tox 0.11223003 Low Con 0.226 Identity_Assertion
Sep 19, 2025 2 likes Inside Canada's Indian Metropolis (Brampton)
Invoice the Country's of origin.
Invoice the Country's of origin.
Identity Attack0.06476828
Insult0.019547975
Profanity0.014976538
Threat0.025443908
Severe Toxicity0.0042915344
Low Tox 0.11223003 Low Con 0.244 Policy_Critique
Dec 25, 2025 Deportations From Canada at Their …
She came here to study. And then she is classed as a TEMPORARY Foreign Worker. She even acknowleges that she doesn't have enough experience under the program's stipulations to stay. Is something lost in translation …
She came here to study. And then she is classed as a TEMPORARY Foreign Worker. She even acknowleges that she doesn't have enough experience under the program's stipulations to stay. Is something lost in translation here? 🧐 She now has transferrable skills AND an education to take back to her home country. AND she can reapply to reimmigrate as a PERMANENT RESIDENT next time. She is exploiting the system.
Identity Attack0.023997234
Insult0.04090862
Profanity0.014839902
Threat0.0067057298
Severe Toxicity0.0020694733
Low Tox 0.11223003 Constructive 0.66 Policy_Critique
Feb 12, 2026 2 likes Canada's tighter immigration policy divides …
I was made aware there are a significant number of Indian students who are applying for students visas, coming to Canada and then withdrawing from the university and flooding the workforce making it difficult for …
I was made aware there are a significant number of Indian students who are applying for students visas, coming to Canada and then withdrawing from the university and flooding the workforce making it difficult for other immigrants from poorer countries to find work. .
Identity Attack0.10221587
Insult0.031917825
Profanity0.016479544
Threat0.007534259
Severe Toxicity0.0024414062
Low Tox 0.11223003 Constructive 0.641
Oct 2, 2025 IRCC Names India in Study …
India is a safe country with a growing economy. Immigration should be controlled as it has to be in Europe. Yes to asylum for those threatened . But have rules
India is a safe country with a growing economy. Immigration should be controlled as it has to be in Europe. Yes to asylum for those threatened . But have rules
Identity Attack0.09328204
Insult0.023093075
Profanity0.019007329
Threat0.014220826
Severe Toxicity0.0037765503
Low Tox 0.11212669 Constructive 0.618
Jan 27, 2026 Inside Canada's Indian Invasion...
This is happening to many other countries after letting refugees and immigrants move here.
This is happening to many other countries after letting refugees and immigrants move here.
Identity Attack0.10221587
Insult0.023995465
Profanity0.011970525
Threat0.0065956907
Severe Toxicity0.0023269653
Low Tox 0.11212669 Moderate Con 0.391 Comparative_Framing
Sep 13, 2025 1 likes Why Canadians Are Turning Against …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture …
we can tell it's all by design..look around, the mass immigration isn't just canada..it's the uk, france, germany, austrialia, new zealand, ireland, and any other 1st world country. They literally have wiped out any culture the natural citizens had, replaced by ideology. Why is it mostly military aged men?? Who leaves their family and goes to another country??? Why are all these countries paying these immigrants, asylum/refugee so much money, literally almost 4 x what a senior gets?
Identity Attack0.07591068
Insult0.030265106
Profanity0.0147374235
Threat0.0070034824
Severe Toxicity0.0033187866
Low Tox 0.11212669 Moderate Con 0.437 Unverified_Claim
Feb 18, 2026 LILLEY UNLEASHED: The fall of …
Yeah and we all know who is to blame for this. Justin Trudeau, Sean Frasier and Marc Miller. Funny how politicians in this country aren’t held responsible for the bad decisions they make that seriously …
Yeah and we all know who is to blame for this. Justin Trudeau, Sean Frasier and Marc Miller. Funny how politicians in this country aren’t held responsible for the bad decisions they make that seriously affect Canadian lives. Canadians have lost their homes and their jobs because of mass immigration.
Identity Attack0.06249457
Insult0.034782536
Profanity0.010621235
Threat0.0066151097
Severe Toxicity0.002002716
Low Tox 0.11212669 Moderate Con 0.487 Policy_Critique
Feb 8, 2026 Why Canada’s immigration system has …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I …
Why do ppl go to another country only to build their baggage there instead of just staying in their own country? It's like every religion wants to take over certain countries with their religion I didn't understand y they just dont stay in their own country
Identity Attack0.10221587
Insult0.022770792
Profanity0.022149978
Threat0.0070552654
Severe Toxicity0.002822876
Low Tox 0.11212669 Moderate Con 0.41 Identity_Assertion
Feb 17, 2026 2 likes Inside Canada's Indian Invasion...
Without rules of law, a country will self-destruct.
Without rules of law, a country will self-destruct.
Identity Attack0.012340514
Insult0.019676886
Profanity0.022149978
Threat0.07093142
Severe Toxicity0.0033950806
Low Tox 0.11212669 Low Con 0.108 Moral_Argument
Sep 29, 2025 IRCC Names India in Study …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To …
14:25 The fellow speaking here says the government isn't being honest about how the country is changing. That's simply not true: the goverment has acknowledged the problem, and that immigration has happened too fast. To make matters worse, this fellow then makes a dishonest claim himself. The 817,000 arrivals during the first three months of 2025, that he claims is not immigration, but a population bomb. He's not telling you that this figure is not reflective of people seeking to remain in Canada permanently. The figure includes student visas, work permit holders including work permit extensions: many of these people will benefit Canada and then go back to their countries. If you look at the FAR more relevant figures for actual population growth, they show that the population will grow MUCH more slowly in 2025 than it did in 2024. I'm disappointed that the person who made this video did not see fit to provide real context to all this anti-immigrant sentiment. Inflating the problem is dangerous. The economic hurt is real, but throwing into the mix completely misleading figures about how fast the population is growing only serves to weaponize the pain being felt from the economy, against immigrants. We can't have a lucid conversation about the problem and the solutions, if the medium is this non-existent standard for fact-checking. Channel owner, please do better.
Identity Attack0.019274252
Insult0.059061307
Profanity0.017845914
Threat0.0084793
Severe Toxicity0.0024795532
Low Tox 0.11202335 Constructive 0.773 Policy_Critique
Aug 25, 2025 Why Canadians Are Turning Against …
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place …
There's nothing wrong about going abroad in search of greener pastures (most do that, no?) but I don't get the idea of bringing the culture that screws up the home country to the new place --> and turn it into the place they're escaping from. Let's face it: politics is one of the problems, but you can't blame that fully for lack of civic sense?
Identity Attack0.015757138
Insult0.04969218
Profanity0.03615085
Threat0.007081157
Severe Toxicity0.0023651123
Low Tox 0.11202335 Constructive 0.657 Moral_Argument
Jan 27, 2026 Inside Canada's Indian Invasion...
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population …
Why do they say we have one of the largest populations in the world. When their own country can't help the population with jobs, affordable housing, medical care, transportation system, over crowding due to population spike, overall provide better living back home. Yet every one of them tries to leave for other countries in the world for a better life. Then why grow the population so rapidly fast! Never understood that part. On the flip side sure grow your population if your country provides better life in terms of all those necessities. But pretty much other countries are baby sitting and raising them yet they brag were the second largest population. Doesn't make sense to brag about that!
Identity Attack0.04177703
Insult0.04090862
Profanity0.023721304
Threat0.007340072
Severe Toxicity0.0032806396
Low Tox 0.11202335 Constructive 0.731 Economic_Argument
Jan 27, 2026 2 likes Inside Canada's Indian Invasion...
No reason the population of this country should be more than 35M ppl. Canada should not be accepting a single immigrant until the population goes down to 35M.
No reason the population of this country should be more than 35M ppl. Canada should not be accepting a single immigrant until the population goes down to 35M.
Identity Attack0.1015541
Insult0.023479814
Profanity0.012004685
Threat0.009747985
Severe Toxicity0.003376007
Low Tox 0.11202335 Low Con 0.224 Policy_Critique
Dec 24, 2025 15 likes Deportations From Canada at Their …
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a …
The EU has this new enlightened plan to open borders to Indian 'talent' as they say. We all know what happened after the previous plans of importing all those docters and engineers 🙄 As a EU citizen, does anyone have any ideas on how to seek asylum in a actual functional country? Given the state of things, probably what the media considers a 3rd world nation. Open to any suggestions.
Identity Attack0.10221587
Insult0.028942931
Profanity0.020032106
Threat0.007586042
Severe Toxicity0.0029945374
Low Tox 0.11202335 Constructive 0.522 Fear_Threat
Jan 27, 2026 Inside Canada's Indian Invasion...
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor …
The entire purpose of allowing foreign students in our universities is so that they can learn essential skills to take back and improve their OWN countries. No foreign students should be permitted to work nor should our government be allowing temporary foreign workers when our unemployment rates are the highest they've been in five decades.
Identity Attack0.10221587
Insult0.02567133
Profanity0.012380436
Threat0.0072365063
Severe Toxicity0.0028419495
Low Tox 0.11202335 Constructive 0.523 Economic_Argument
Feb 20, 2026 1 likes Canada's tighter immigration policy divides …
Trudeau and Jagmeet had a deal. What wad it? Since then this has become a huge problem. Don't expect the feds to fix this overnight. Stop immigration for 5-10yrs and hire a dept to verify …
Trudeau and Jagmeet had a deal. What wad it? Since then this has become a huge problem. Don't expect the feds to fix this overnight. Stop immigration for 5-10yrs and hire a dept to verify ALL student visa, biometrics, overstays, etc. Start a dept to do surprise visits to all work establishments for documentation of all employees. Stop giving money away to refugees unless 100% verified to be actual refugee. Don't bring your culture to another country if you left your country. When you leave you adapt to the countries way of life. Canada is not for you of you cannot respect Canadians way of life.. We don't want your cultures, we already have our own Canadian way of life.
Identity Attack0.047448806
Insult0.046764325
Profanity0.01893901
Threat0.007922632
Severe Toxicity0.0032234192
Low Tox 0.11202335 Constructive 0.63
Aug 25, 2025 Why Canadians Are Turning Against …

Perspective API Dimensions Reference

13 dimensions explained

Toxic (6)

Toxicity
— Rude, disrespectful, or unreasonable
Severe Toxicity
— Very hateful or aggressive
Identity Attack
— Targeting race, religion, gender, etc.
Insult
— Inflammatory or provocative language
Profanity
— Swear words or obscene language
Threat
— Intention to inflict pain or violence

Prosocial (7)

Affinity
— Agreement or shared understanding
Compassion
— Concern for others' wellbeing
Curiosity
— Desire to learn or understand more
Nuance
— Acknowledges complexity or multiple perspectives
Personal Story
— Shares personal experience
Reasoning
— Evidence-based or logical argumentation
Respect
— Politeness and consideration for others
Data sources: comment_perspective_scores, comment_embeddings, and view_comment_sentiment · Scores are probability values (0–1) from Google's Perspective API via Communalytic.